IAPP AIGP Online Practice Questions and Exam Preparation

IAPP AIGP Online Questions & Answers

• Question 81:

  Which of the following most encourages accountability over Al systems?

  A. Determining the business objective and success criteria for the Al project.
  B. Performing due diligence on third-party Al training and testing data.
  C. Defining the roles and responsibilities of Al stakeholders.
  D. Understanding Al legal and regulatory requirements.
  C. Defining the roles and responsibilities of Al stakeholders.

• Question 82:

  What is the most important reason for documenting risks when developing an AI system?

  A. To provide transparency to stakeholders.
  B. To align with industry standards.
  C. To promote knowledge sharing.
  D. To mitigate potential liability.
  D. To mitigate potential liability.

• Question 83:

  Which model is best for efficiency and agility, and tailored for lower-resource settings?

  A. Supervised learning model.
  B. Multimodal model.
  C. Small language model.
  D. Generative language model.
  C. Small language model.

• Question 84:

  CASE STUDY

  Please use the following answer the next question:

  A local police department in the United States procured an Al system to monitor and analyze social media feeds, online marketplaces and other sources of public information to detect evidence of illegal activities (e.g., sale of drugs or stolen

  goods). The Al system works by surveilling the public sites in order to identify individuals that are likely to have committed a crime. It cross-references the individuals against data maintained by law enforcement and then assigns a percentage

  score of the likelihood of criminal activity based on certain factors like previous criminal history, location, time, race and gender.

  The police department retained a third-party consultant assist in the procurement process, specifically to evaluate two finalists. Each of the vendors provided information about their system's accuracy rates, the diversity of their training data

  and how their system works. The consultant determined that the first vendor's system has a higher accuracy rate and based on this information, recommended this vendor to the police department.

  The police department chose the first vendor and implemented its Al system. As part of the implementation, the department and consultant created a usage policy for the system, which includes training police officers on how the system works

  and how to incorporate it into their investigation process.

  The police department has now been using the Al system for a year. An internal review has found that every time the system scored a likelihood of criminal activity at or above 90%, the police investigation subsequently confirmed that the

  individual had, in fact, committed a crime. Based on these results, the police department wants to forego investigations for cases where the Al system gives a score of at least 90% and proceed directly with an arrest.

  The best human oversight mechanism for the police department to implement is that a police officer should?

  A. Explain to the accused how the Al system works.
  B. Confirm the Al recommendation prior to sentencing.
  C. Ensure an accused is given notice that the Al system was used.
  D. Consider the Al recommendation as part of the criminal investigation.
  D. Consider the Al recommendation as part of the criminal investigation.

• Question 85:

  What is the best reason for a company adopt a policy that prohibits the use of generative Al?

  A. Avoid using technology that cannot be monetized.
  B. Avoid needing to identify and hire qualified resources.
  C. Avoid the time necessary to train employees on acceptable use.
  D. Avoid accidental disclosure to its confidential and proprietary information.
  D. Avoid accidental disclosure to its confidential and proprietary information.

• Question 86:

  Which type of existing assessment could best be leveraged to create an Al impact assessment?

  A. A safety impact assessment.
  B. A privacy impact assessment.
  C. A security impact assessment.
  D. An environmental impact assessment.
  B. A privacy impact assessment.

• Question 87:

  The most important factor in ensuring fairness when training an Al system is?

  A. The architecture and model selection.
  B. The data labeling and classification.
  C. The data attributes and variability.
  D. The model accuracy and scale.
  C. The data attributes and variability.

• Question 88:

  A company initially intended to use a large data set containing personal information to train an Al model. After consideration, the company determined that it can derive enough value from the data set without any personal information and permanently obfuscated all personal data elements before training the model.

  This is an example of applying which privacy-enhancing technique (PET)?

  A. Anonymization.
  B. Pseudonymization.
  C. Differential privacy.
  D. Federated learning.
  A. Anonymization.

• Question 89:

  CASE STUDY Please use the following answer the next question: ABC Corp, is a leading insurance provider offering a range of coverage options to individuals. ABC has decided to utilize artificial intelligence to streamline and improve its customer acquisition and underwriting process, including the accuracy

  and efficiency of pricing policies.

  ABC has engaged a cloud provider to utilize and fine-tune its pre-trained, general purpose large language model ("LLM"). In particular, ABC intends to use its historical customer data--including applications, policies, and claims--and proprietary pricing and risk strategies to provide an initial qualification assessment of potential customers, which would then be routed tA. human underwriter for final review.

  ABC and the cloud provider have completed training and testing the LLM, performed a readiness assessment, and made the decision to deploy the LLM into production. ABC has designated an internal compliance team to monitor the model during the first month, specifically to evaluate the accuracy, fairness, and reliability of its output. After the first month in production, ABC realizes that the LLM declines a higher percentage of women's loan applications due primarily to women historically receiving lower salaries than men.

  Each of the following steps would support fairness testing by the compliance team during the first month in production EXCEPT?

  A. Validating a similar level of decision-making across different demographic groups.
  B. Providing the loan applicants with information about the model capabilities and limitations.
  C. Identifying if additional training data should be collected for specific demographic groups.
  D. Using tools to help understand factors that may account for differences in decision- making.
  B. Providing the loan applicants with information about the model capabilities and limitations.

• Question 90:

  Your organization is searching for a new way to help accurately forecast sales predictions by various types of customers. Which of the following is the best type of model to choose if your organization wants to customize the model and avoid lock-in?

  A. A free large language model.
  B. A classic machine learning model.
  C. A proprietary generative AI model.
  D. A subscription-based, multimodal model.
  B. A classic machine learning model.